50+ real scenario challenges across Product, Sales, HR, Analytics, and Strategy. Work with our AI, build your response, get a detailed 5-dimension score.
The Problem
Every non-technical candidate hits the same walls. We built Cuexa to break them down.
You've memorised STAR responses. But the interviewer adds constraints, pivots the scenario, and asks you to build something live.
Your case study disappeared into a void. No score, no reasoning, no signal. The cycle of rejection repeats indefinitely.
Everyone says prompt engineering matters for non-technical roles. But there's nowhere to practice it or get feedback before your interview.
You're applying for Product or Analytics. Every prep platform is built for engineers. Nothing simulates what your interview actually looks like.
You don't know if your response is genuinely good. Without a leaderboard, you're practicing in the dark with no comparison point.
You send one prompt, paste the response, call it done. Real interviews expect you to refine and show judgment. No one teaches that — until now.
Platform Features
Scenario challenges, live AI chat, a working document, 5-dimension scoring, examiner feedback — one platform, every non-technical role.
Every prompt, AI response, and document edit captured in sequence. Watch the full reasoning process unfold turn by turn — not just the final submission.
AI evaluates every submission across 5 weighted dimensions with detailed reasoning and rubric coverage analysis.
See which rubric elements were addressed, partially covered, or missed — at a glance, no reading required.
Send one link. Candidates start immediately, no account needed. Links expire automatically after your deadline.
Our AI as your real-time collaborator. Send prompts, iterate, build your document, then get a 5-dimension score report that tells you exactly where you stand.
Product, Sales, HR, Analytics, Strategy — real business scenarios mirroring actual non-technical interviews.
Output Quality, Prompt Craft, Iteration Intelligence, Efficiency, Contribution. Know exactly why you scored what you did.
See how you rank against everyone on the same challenge. Understand what a top score actually looks like.
Who it's for
Cuexa.hire gives your hiring team objective, AI-graded insight into how PM, analyst, sales, and strategy candidates think, prompt, and iterate with AI.
50+ real scenario challenges with live AI collaboration, a working document editor, and the most detailed non-technical interview feedback you'll find anywhere.
How it works
No complicated setup. Pick your category, start practising with AI, and get the most detailed non-technical feedback available.
Choose from Product, Sales, HR, Analytics, or Strategy. Select a challenge and start whenever you're ready.
Send prompts to our AI, add responses to your working document, refine manually. Iterate until you're ready.
5-dimension score, what you did well, what to improve, annotated document, rubric coverage analysis.
FAQ
Cuexa is an AI-powered platform for non-technical interview practice and hiring assessment. Candidates work through 50+ real scenario challenges across Product, Sales, HR, Analytics, and Strategy — collaborating with AI and receiving a detailed 5-dimension score. Hiring teams use Cuexa to assess and rank candidates objectively using the same AI-graded system.
Every submission is scored across 5 weighted dimensions (0–100 each): Output Quality — the quality and relevance of the final document; Prompt Craft — how effectively the candidate directed the AI; Iteration Intelligence — how well they refined AI responses; Efficiency — achieving strong results with fewer prompts; and Contribution — the candidate's own edits and additions beyond AI output.
Hiring teams send a one-click invite link. Candidates complete a live scenario challenge — working with the Prompt Studio to build a document response. The AI captures every prompt, response, and edit, then grades the full session. The hiring team sees a session replay, a 5-dimension score breakdown, and a rubric coverage grid — no manual grading required.
An ATS filters CVs by keywords. Cuexa measures how candidates actually think and work with AI — through live scenario challenges scored across 5 dimensions. It captures the full reasoning process: every prompt sent, every iteration made, and the final document produced. Hiring teams see a complete session replay of candidate workflow, not just a CV or a static score.
Cuexa covers 5 non-technical role categories: Product Management, Sales Strategy, HR & People Operations, Data & Analytics, and Strategy & Consulting. There are 50+ scenario challenges across these categories, with new challenges added regularly.
Yes — Cuexa is free to start for candidates. Access practice challenges, work with AI in the Prompt Studio, and receive your full 5-dimension score report at no cost. For hiring teams and organisations needing bulk invite links and the AI Screener or Agent Panel, contact us for pricing.
For Candidates
50+ scenario challenges with live AI, a working doc, and the most detailed non-technical interview feedback available. Free to start.